11528200

PROACTIVE INSIGHTS FOR IoT USING MACHINE LEARNING

PublishedDecember 13, 2022
Assigneenot available in USPTO data we have
Technical Abstract

Patent Claims
11 claims

Legal claims defining the scope of protection, as filed with the USPTO.

2

2. The method as in claim 1, wherein the one or more data characteristics of the data usage metrics comprise at least one of: data traffic, voice traffic, or Short Message Service (SMS) traffic.

3

3. The method as in claim 1, wherein the one or more data characteristics of the data usage metrics comprise at least one of: rate plan or location.

5

5. The method as in claim 1, wherein the anomaly detector comprises a robust principal component analysis (RPCA)-based anomaly detector.

7

7. The method as in claim 1, wherein the display data causes the user interface to display a trend plot of the filtered metrics.

8

8. The method as in claim 1, wherein the plurality of network nodes comprises vehicles.

10

10. The apparatus as in claim 9, wherein the one or more data characteristics comprise at least one of: data traffic, voice traffic, or Short Message Service (SMS) traffic.

11

11. The apparatus as in claim 9, wherein the one or more data characteristics comprise at least one of: rate plan or location.

13

13. The apparatus as in claim 9, wherein the anomaly detector comprises a robust principal component analysis (RPCA)-based anomaly detector.

15

15. The apparatus as in claim 9, wherein the display data causes the user interface to display a trend plot of the filtered metrics.

16

16. The apparatus as in claim 9, wherein the plurality of network nodes comprises vehicles.

18

18. The computer-readable medium as in claim 17, wherein the plurality of network nodes comprises vehicles.

Patent Metadata

Filing Date

Unknown

Publication Date

December 13, 2022

Inventors

Nirup Kumar Reddy Pothireddy
Bipinkumar Reddy Algubelli
Chandra Sekhar Veluru
Ujjval Piyushkumar Shah

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